Development of pedotransfer functions for water retention in tropical mountain soil landscapes: spotlight on parameter tuning in machine learning

<p>Machine-learning algorithms are good at computing non-linear problems and fitting complex composite functions, which makes them an adequate tool for addressing multiple environmental research questions. One important application is the development of pedotransfer functions (PTFs). This stud...

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Bibliographic Details
Main Authors: A. Gebauer, M. Ellinger, V. M. Brito Gomez, M. Ließ
Format: Article
Language:English
Published: Copernicus Publications 2020-06-01
Series:SOIL
Online Access:https://www.soil-journal.net/6/215/2020/soil-6-215-2020.pdf